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Jie Qiao, Ruichu Cai*, Siyu Wu, Yu Xiang,Keli Zhang, Zhifeng Hao. Structural Hawkes Processes for Learning Causal Structure from Discrete-TimeEvent Sequences. IJCAI 2023(CCF A类) 2023/04/11 
Ruichu Cai, Siyu Wu, Jie Qiao, Zhifeng Hao, Keli Zhang, Xi Zhang. THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences. IEEE Transactions on Neural Networks and Learn... 2022/09/21 
Zhengming Chen, Feng Xie, Jie Qiao, Zhifeng Hao, Kun Zhang, Ruichu Cai. Identification of Linear Latent Variable Model with Arbitrary Distribution. AAAI 2022 (CCF A类) 2022/09/12 
Ruichu Cai, Liting Huang, Wei Chen, Jie Qiao, Zhifeng Hao. Learning dynamic causal mechanisms from non-stationary data. Applied Intelligence, 2022: 1-12(SCI二区) 2022/07/20 
Zijian Li, Ruichu Cai, Fengzhu Wu, Sili Zhang, Hao Gu, Yuexing Hao, Yuguang Yan. TEA: A Sequential Recommendation Framework via Temporally Evolving Aggregations. IEEE Transactions on Neural Network... 2022/07/12 
Yuequn Liu, Wenhui Zhu, Jie Qiao, Zhiyi Huang, Yu Xiang, Xuanzhi Chen, Wei Chen, Ruichu Cai. Causal Alignment Based Fault Root Causes Localization for Wireless Network. ICASSP 2022 (CCF B类) 2022/07/04 
Ruichu Cai, Zhaolong Lin, Wei Chen, Zhifeng Hao. Shared state space model for background information extraction and time series prediction. Neurocomputing, 2022: 468: 85-96(SCI二区) 2022/06/07 
Ruichu Cai, Jinjie Yuan, Boyan Xu, Zhifeng Hao. SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL. NeurIPS 2021 (CCF A类) 2021/11/22 
Wei Chen, Ruichu Cai, Kun Zhang, Zhifeng Hao. Causal Discovery in Linear Non-Gaussian Acyclic Model With Multiple Latent Confounders. IEEE Transactions on Neural Networks and Learning Systems. 2021... 2021/10/22 
Ruichu Cai, Jiawei Chen, Zijian Li, Wen Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang. Time Series Domain Adaptation via Sparse Associative Structure Alignment. AAAI 2021 ... 2021/09/14 
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